# 401. Subtraction

Page: https://stenobird.com/podcast/the-long-and-the-short-of-it-1149937/401-subtraction
Text version: https://stenobird.com/podcast/the-long-and-the-short-of-it-1149937/401-subtraction.md
Podcast: [The Long and The Short Of It](https://stenobird.com/podcast/the-long-and-the-short-of-it-1149937)
Published: 2026-06-02T08:00:00+00:00
Episode link: https://thelongandtheshortpodcast.com/
Audio file: https://cdn.simplecast.com/media/audio/transcoded/b01bd05f-224f-4803-a7bf-85fc83c4173e/259987d1-9f35-4938-9931-932c9a34f3a9/episodes/audio/group/9cbafa33-6a92-46f1-8a84-5e5a4125be04/group-item/9a6c85c5-572f-44ad-a250-e92401f4b13f/128_default_tc.mp3?aid=rss_feed&feed=7G2pRzXa
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/the-long-and-the-short-of-it-1149937/episodes/401-subtraction
Duration seconds: 1070

## Resource

This week, Pete and Jen noodle on the activity of a subtraction audit...one more thing to add to their plate, that will hopefully free up more space.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-long-and-the-short-of-it-1149937/episodes/401-subtraction/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/the-long-and-the-short-of-it-1149937/401-subtraction.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.